The workshop hummed, a low thrum vibrating through Elias's boots and up into his teeth. He tapped a finger against the sleek metal housing of his prototype, the cool surface a pleasant contrast to the heat prickling his skin. He'd been so close, so very close, to perfecting the atmospheric condenser. Then, the patent search. Damn it all. He paced the length of the room, his jaw working as if he were chewing on gravel. The news hadn't sunk in yet, not entirely. He kept re-reading the document, the stark lines of the competitor’s claim. The details were different, of course, but the core functionality… identical. He slammed a fist on the workbench, the sound echoing in the stillness. Frustration clawed at his insides.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235